PaperWritingBench, a benchmark of 200 top‑tier AI conference papers, underpins the new PaperOrchestra framework. The multi‑agent system converts unstructured pre‑writing material into LaTeX manuscripts, adding literature synthesis and generated plots and diagrams. Researchers can now automate paper drafting, reducing manual review time. The approach promises faster publication cycles for AI teams.